Evidence map›Paper›PMID 41501719›Full record

ArticleBMC pulmonary medicine2026

Climate skepticism, natural hazards, and community vulnerability in COPD mortality among US counties.

Yu-Che Lee, Ko-Yun Chang, M Jeffery Mador, Francois Fadell, Gregory Fuhrer, Xin Ya See, Tsu Hsien Wang, Nutchapon Xanthavanij, Cho-Han Chiang, Chih-Yun Chang and 3 more

Abstract read
In one paragraph

Article in BMC pulmonary medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Yu-Che Lee *Division of Pulmonary, Critical Care and Sleep Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, 955 Main St, Buffalo, NY, 14203, USA. yuchelee@buffalo.edu.
Ko-Yun Chang *Division of Mycobacterial & Respiratory Infections, National Jewish Health, Denver, CO, USA. karen71531@gmail.com.
M Jeffery MadorDivision of Pulmonary, Critical Care and Sleep Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, 955 Main St, Buffalo, NY, 14203, USA.
Francois FadellDivision of Pulmonary, Critical Care and Sleep Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, 955 Main St, Buffalo, NY, 14203, USA.
Gregory FuhrerDivision of Pulmonary, Critical Care and Sleep Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, 955 Main St, Buffalo, NY, 14203, USA.
Xin Ya SeeDivision of Pulmonary, Critical Care and Sleep Medicine, Saint Louis University, St. Louis, MO, USA.
Tsu Hsien WangDepartment of Medicine, University at Buffalo-Catholic Health System, Buffalo, NY, USA.
Nutchapon XanthavanijDepartment of Medicine, Mount Auburn Hospital, Harvard Medical School, Cambridge, MA, USA.
Cho-Han ChiangNorthwell Health Cancer Institute, New Hyde Park, NY, USA.
Chih-Yun ChangDivision of Endocrinology and Metabolism, Taichung Veterans General Hospital, Taichung, Taiwan.
Cheng-Chen LiChang Gung Memorial Hospital, Taoyuan, Taiwan.
Chih-Hsien WuDepartment of Medicine, MetroWest Medical Center, Framingham, MA, USA.
Mehdi MirsaeidiDivision of Pulmonary, Critical Care and Sleep Medicine, University of Texas at Austin, Austin, TX, USA. mehdi.mirsaeidi@austin.utexas.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundClimate change and natural hazards may exacerbate COPD mortality, yet the impact of climate change skepticism and community vulnerability remains unclear.

methodsThis cross-sectional study analyzed county-level COPD mortality data (2016–2020) from CDC WONDER. Climate change skepticism data were sourced from the Yale Program on Climate Change Communication. Community hazard risk and vulnerability were assessed using the National Risk Index, Social Vulnerability, Community Resilience, and Social Deprivation Index. Negative binomial regression models estimated rate ratios (RRs) for COPD mortality across quartiles of climate change skepticism and community indices. Mediation analyses assessed potential pathways through which climate change skepticism may influence COPD mortality, adjusting for community vulnerability.

resultsCOPD mortality was higher in counties with greater climate change skepticism (highest vs. lowest quartile, RR: 1.65; 95%CI: 1.60–1.70), higher social vulnerability (1.27; 1.23–1.32), and greater social deprivation (1.42; 1.37–1.47). In contrast, counties with greater natural hazard risk (0.80; 0.77–0.83) and higher community resilience (0.71; 0.68–0.73) had lower mortality. The effects of climate skepticism were strongest for mortality attributed to concomitant COPD with lung cancer (2.11; 1.99–2.25) and influenza/pneumonia (4.00; 2.67–5.98). Influenza vaccination and smoking significantly mediated the relationship between climate skepticism and COPD mortality, with approximately 10% and 30% of the effect mediated by reduced vaccination coverage and increased smoking prevalence, respectively, in urban counties, and 5% and 17% in rural counties.

conclusionsClimate change skepticism, higher social deprivation, and lower community resilience are associated with increased COPD mortality. Climate skepticism may serve as a marker of broader patterns of suboptimal health behaviors and lower engagement with preventive care, which likely contribute more directly to COPD outcomes. Addressing these interconnected factors through targeted policies and interventions to improve healthcare access, counter climate skepticism-related health behaviors, and strengthen community resilience is crucial for reducing COPD mortality and mitigating health disparities, particularly in high-risk and disadvantaged areas.

Indexed as

Climate ChangePulmonary Disease, Chronic ObstructiveSocial VulnerabilityAgedCross-Sectional StudiesFemaleHumansMaleSocioeconomic Disparities in HealthUnited StatesClimate change skepticismCommunity vulnerabilityCOPD mortalityNatural hazardsUS counties

Identifiers

PMID41501719
PMCPMC12871006

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.